{"meta":{"query_hash":"b5dfaff48cde","filters":{"venue":"Digital studies in language and literature"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/b5dfaff48cde","api":"https://metacan.xera.ac/api/v1/cohort?venue=Digital+studies+in+language+and+literature"},"results":[{"id":"W4404145287","doi":"10.1515/dsll-2024-0022","title":"Friend or Foe? A Mixed-Methods Study on the Impact of Digital Device Use on Chinese–Canadian Children’s Heritage Language Learning","year":2024,"lang":"en","type":"article","venue":"Digital studies in language and literature","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Heritage language; Psychology; Mathematics education; Computer science; Linguistics; Pedagogy; Philosophy","score_opus":0.021622961055985386,"score_gpt":0.3851067114328845,"score_spread":0.3634837503768991,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404145287","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99641824,0.0005412574,0.00021849597,0.00022998833,0.0000214625,0.00059377047,0.00051506713,0.000004392744,0.0014572131],"genre_scores_gemma":[0.99337924,0.0008688539,0.0015113961,0.00050740637,0.000016508055,0.0012744624,0.00039981326,0.000008523339,0.0020338523],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99588156,0.0011281527,0.0002708651,0.0006652071,0.0010810174,0.0009731909],"domain_scores_gemma":[0.9952905,0.0013842896,0.0007037059,0.00027624366,0.0017929574,0.00055230485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0074830954,0.00089608214,0.0011897122,0.0025103504,0.009850247,0.0025960305,0.0018944291,0.0009346268,0.0031747855],"category_scores_gemma":[0.0081302095,0.0007589828,0.0011432503,0.0027627638,0.0020577123,0.001305082,0.001720792,0.0011216236,0.0002363419],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038033465,0.0013027574,0.3268857,0.0008848799,0.00017508637,0.0017883404,0.6268761,0.00009534,0.0014964275,0.0010452333,0.002051821,0.037017968],"study_design_scores_gemma":[0.000051327635,0.0007354537,0.36093473,0.00058549846,0.00015596669,0.0002767452,0.62614703,0.00033569016,0.00083631685,0.00021448029,0.009569396,0.00015748914],"about_ca_topic_score_codex":0.8364518,"about_ca_topic_score_gemma":0.8976796,"teacher_disagreement_score":0.16354817,"about_ca_system_score_codex":0.01810601,"about_ca_system_score_gemma":0.028729996,"threshold_uncertainty_score":0.32902265},"labels":[],"label_agreement":null}]}